Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 152 |
| Missing cells | 18 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 20.3 KiB |
| Average record size in memory | 136.9 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
| DateTime | 2 |
centr_2_turb_cf is highly overall correlated with turb_fin_cultivo_cf | High correlation |
dur_cf is highly overall correlated with orden_encadenado_cf | High correlation |
id_bio is highly overall correlated with lote | High correlation |
id_centr is highly overall correlated with lote | High correlation |
lote is highly overall correlated with id_bio and 3 other fields | High correlation |
lote_parental_cf is highly overall correlated with lote and 2 other fields | High correlation |
orden_encadenado_cf is highly overall correlated with dur_cf and 2 other fields | High correlation |
producto_1_cf is highly overall correlated with producto_2_cf | High correlation |
producto_2_cf is highly overall correlated with producto_1_cf | High correlation |
turb_fin_cultivo_cf is highly overall correlated with centr_2_turb_cf and 1 other fields | High correlation |
turb_inicio_cultivo_cf is highly overall correlated with lote_parental_cf | High correlation |
turbidez_diff_cf is highly overall correlated with turb_fin_cultivo_cf | High correlation |
orden_encadenado_cf is highly imbalanced (55.1%) | Imbalance |
lote_parental_cf is highly imbalanced (72.5%) | Imbalance |
vol_ino_util_cf has 5 (3.3%) missing values | Missing |
centr_1_turb_cf has 4 (2.6%) missing values | Missing |
centr_2_turb_cf has 9 (5.9%) missing values | Missing |
lote has unique values | Unique |
Reproduction
| Analysis started | 2024-10-12 18:10:38.377987 |
|---|---|
| Analysis finished | 2024-10-12 18:10:51.716724 |
| Duration | 13.34 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
lote
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 152 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23323.151 |
| Minimum | 23019 |
|---|---|
| Maximum | 24053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 23019 |
|---|---|
| 5-th percentile | 23026.55 |
| Q1 | 23060.75 |
| median | 23101.5 |
| Q3 | 24003.25 |
| 95-th percentile | 24044.45 |
| Maximum | 24053 |
| Range | 1034 |
| Interquartile range (IQR) | 942.5 |
Descriptive statistics
| Standard deviation | 416.71493 |
|---|---|
| Coefficient of variation (CV) | 0.017867008 |
| Kurtosis | -0.75084625 |
| Mean | 23323.151 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 1.1084266 |
| Sum | 3545119 |
| Variance | 173651.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23019 | 1 | 0.7% |
| 23131 | 1 | 0.7% |
| 23123 | 1 | 0.7% |
| 23124 | 1 | 0.7% |
| 23125 | 1 | 0.7% |
| 23126 | 1 | 0.7% |
| 23127 | 1 | 0.7% |
| 23129 | 1 | 0.7% |
| 23130 | 1 | 0.7% |
| 23132 | 1 | 0.7% |
| Other values (142) | 142 |
| Value | Count | Frequency (%) |
| 23019 | 1 | |
| 23020 | 1 | |
| 23021 | 1 | |
| 23022 | 1 | |
| 23023 | 1 | |
| 23024 | 1 | |
| 23025 | 1 | |
| 23026 | 1 | |
| 23027 | 1 | |
| 23028 | 1 |
| Value | Count | Frequency (%) |
| 24053 | 1 | |
| 24052 | 1 | |
| 24051 | 1 | |
| 24050 | 1 | |
| 24049 | 1 | |
| 24047 | 1 | |
| 24046 | 1 | |
| 24045 | 1 | |
| 24044 | 1 | |
| 24043 | 1 |
orden_encadenado_cf
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 152 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 152 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 152 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 152 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 127 | |
| 2 | 23 | 15.1% |
| 3 | 2 | 1.3% |
lote_parental_cf
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 23 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| nan | |
|---|---|
| 23085.0 | 1 |
| 23099.0 | 1 |
| 23100.0 | 1 |
| 23108.0 | 1 |
| Other values (18) |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.5789474 |
| Min length | 3 |
Characters and Unicode
| Total characters | 544 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 14.5% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
Common Values
| Value | Count | Frequency (%) |
| nan | 130 | |
| 23085.0 | 1 | 0.7% |
| 23099.0 | 1 | 0.7% |
| 23100.0 | 1 | 0.7% |
| 23108.0 | 1 | 0.7% |
| 23109.0 | 1 | 0.7% |
| 23112.0 | 1 | 0.7% |
| 23113.0 | 1 | 0.7% |
| 23119.0 | 1 | 0.7% |
| 23118.0 | 1 | 0.7% |
| Other values (13) | 13 | 8.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| nan | 130 | |
| 24010.0 | 1 | 0.7% |
| 24050.0 | 1 | 0.7% |
| 24044.0 | 1 | 0.7% |
| 24041.0 | 1 | 0.7% |
| 24036.0 | 1 | 0.7% |
| 24037.0 | 1 | 0.7% |
| 24031.0 | 1 | 0.7% |
| 24027.0 | 1 | 0.7% |
| 24021.0 | 1 | 0.7% |
| Other values (13) | 13 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 260 | |
| a | 130 | |
| 0 | 42 | 7.7% |
| 2 | 28 | 5.1% |
| . | 22 | 4.0% |
| 1 | 18 | 3.3% |
| 3 | 15 | 2.8% |
| 4 | 15 | 2.8% |
| 5 | 4 | 0.7% |
| 9 | 4 | 0.7% |
| Other values (3) | 6 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 260 | |
| a | 130 | |
| 0 | 42 | 7.7% |
| 2 | 28 | 5.1% |
| . | 22 | 4.0% |
| 1 | 18 | 3.3% |
| 3 | 15 | 2.8% |
| 4 | 15 | 2.8% |
| 5 | 4 | 0.7% |
| 9 | 4 | 0.7% |
| Other values (3) | 6 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 260 | |
| a | 130 | |
| 0 | 42 | 7.7% |
| 2 | 28 | 5.1% |
| . | 22 | 4.0% |
| 1 | 18 | 3.3% |
| 3 | 15 | 2.8% |
| 4 | 15 | 2.8% |
| 5 | 4 | 0.7% |
| 9 | 4 | 0.7% |
| Other values (3) | 6 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 544 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 260 | |
| a | 130 | |
| 0 | 42 | 7.7% |
| 2 | 28 | 5.1% |
| . | 22 | 4.0% |
| 1 | 18 | 3.3% |
| 3 | 15 | 2.8% |
| 4 | 15 | 2.8% |
| 5 | 4 | 0.7% |
| 9 | 4 | 0.7% |
| Other values (3) | 6 | 1.1% |
id_bio
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 14616 | |
|---|---|
| 14615 | |
| 13170 | |
| 14614 | |
| 13169 | |
| Other values (2) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 760 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 14615 |
|---|---|
| 2nd row | 14616 |
| 3rd row | 13170 |
| 4th row | 14614 |
| 5th row | 14615 |
Common Values
| Value | Count | Frequency (%) |
| 14616 | 34 | |
| 14615 | 30 | |
| 13170 | 29 | |
| 14614 | 27 | |
| 13169 | 22 | |
| 14617 | 9 | 5.9% |
| 13189 | 1 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 14616 | 34 | |
| 14615 | 30 | |
| 13170 | 29 | |
| 14614 | 27 | |
| 13169 | 22 | |
| 14617 | 9 | 5.9% |
| 13189 | 1 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 304 | |
| 6 | 156 | |
| 4 | 127 | |
| 3 | 52 | 6.8% |
| 7 | 38 | 5.0% |
| 5 | 30 | 3.9% |
| 0 | 29 | 3.8% |
| 9 | 23 | 3.0% |
| 8 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 760 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 304 | |
| 6 | 156 | |
| 4 | 127 | |
| 3 | 52 | 6.8% |
| 7 | 38 | 5.0% |
| 5 | 30 | 3.9% |
| 0 | 29 | 3.8% |
| 9 | 23 | 3.0% |
| 8 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 760 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 304 | |
| 6 | 156 | |
| 4 | 127 | |
| 3 | 52 | 6.8% |
| 7 | 38 | 5.0% |
| 5 | 30 | 3.9% |
| 0 | 29 | 3.8% |
| 9 | 23 | 3.0% |
| 8 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 760 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 304 | |
| 6 | 156 | |
| 4 | 127 | |
| 3 | 52 | 6.8% |
| 7 | 38 | 5.0% |
| 5 | 30 | 3.9% |
| 0 | 29 | 3.8% |
| 9 | 23 | 3.0% |
| 8 | 1 | 0.1% |
f_h_inicio_cf
Date
| Distinct | 103 |
|---|---|
| Distinct (%) | 67.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 2023-03-21 06:30:00+00:00 |
|---|---|
| Maximum | 2024-03-25 12:28:00+00:00 |
Histogram with fixed size bins (bins=50)
f_h_fin_cf
Date
| Distinct | 137 |
|---|---|
| Distinct (%) | 90.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| Minimum | 2023-03-23 05:30:00+00:00 |
|---|---|
| Maximum | 2024-03-27 07:51:00+00:00 |
Histogram with fixed size bins (bins=50)
vol_ino_util_cf
Real number (ℝ)
MISSING
| Distinct | 29 |
|---|---|
| Distinct (%) | 19.7% |
| Missing | 5 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.458503 |
| Minimum | 66.4 |
|---|---|
| Maximum | 88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 66.4 |
|---|---|
| 5-th percentile | 79.44 |
| Q1 | 80 |
| median | 81.6 |
| Q3 | 82.8 |
| 95-th percentile | 84.16 |
| Maximum | 88 |
| Range | 21.6 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 2.248108 |
|---|---|
| Coefficient of variation (CV) | 0.027598199 |
| Kurtosis | 13.302453 |
| Mean | 81.458503 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -1.7398503 |
| Sum | 11974.4 |
| Variance | 5.0539895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 80 | 44 | |
| 82.4 | 12 | 7.9% |
| 83.2 | 12 | 7.9% |
| 81.6 | 11 | 7.2% |
| 82 | 11 | 7.2% |
| 80.8 | 7 | 4.6% |
| 84 | 7 | 4.6% |
| 83.6 | 6 | 3.9% |
| 81.2 | 6 | 3.9% |
| 80.4 | 5 | 3.3% |
| Other values (19) | 26 |
| Value | Count | Frequency (%) |
| 66.4 | 1 | 0.7% |
| 76 | 1 | 0.7% |
| 77.2 | 1 | 0.7% |
| 77.6 | 2 | 1.3% |
| 78.4 | 1 | 0.7% |
| 78.8 | 1 | 0.7% |
| 79.2 | 1 | 0.7% |
| 80 | 44 | |
| 80.4 | 5 | 3.3% |
| 80.56 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 88 | 1 | 0.7% |
| 87.2 | 1 | 0.7% |
| 86.4 | 1 | 0.7% |
| 85.92 | 1 | 0.7% |
| 85.6 | 1 | 0.7% |
| 85.2 | 1 | 0.7% |
| 84.16 | 3 | 2.0% |
| 84 | 7 | |
| 83.6 | 6 | |
| 83.2 | 12 |
turb_inicio_cultivo_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 72 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.036316 |
| Minimum | 12.56 |
|---|---|
| Maximum | 44.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 12.56 |
|---|---|
| 5-th percentile | 14.8 |
| Q1 | 16.4 |
| median | 17.76 |
| Q3 | 18.8 |
| 95-th percentile | 21.796 |
| Maximum | 44.4 |
| Range | 31.84 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 3.3008587 |
|---|---|
| Coefficient of variation (CV) | 0.18301181 |
| Kurtosis | 28.581161 |
| Mean | 18.036316 |
| Median Absolute Deviation (MAD) | 1.16 |
| Skewness | 4.248607 |
| Sum | 2741.52 |
| Variance | 10.895668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17.84 | 6 | 3.9% |
| 16.16 | 5 | 3.3% |
| 16.64 | 5 | 3.3% |
| 18.32 | 5 | 3.3% |
| 17.76 | 5 | 3.3% |
| 18 | 4 | 2.6% |
| 18.72 | 4 | 2.6% |
| 15.28 | 4 | 2.6% |
| 17.6 | 4 | 2.6% |
| 17.12 | 4 | 2.6% |
| Other values (62) | 106 |
| Value | Count | Frequency (%) |
| 12.56 | 1 | |
| 13.36 | 1 | |
| 14.08 | 1 | |
| 14.4 | 1 | |
| 14.48 | 1 | |
| 14.56 | 2 | |
| 14.8 | 2 | |
| 14.88 | 2 | |
| 14.96 | 1 | |
| 15.04 | 1 |
| Value | Count | Frequency (%) |
| 44.4 | 1 | |
| 30.32 | 2 | |
| 27.04 | 1 | |
| 26.24 | 1 | |
| 23.2 | 1 | |
| 22 | 1 | |
| 21.84 | 1 | |
| 21.76 | 1 | |
| 21.44 | 1 | |
| 20.8 | 2 |
turb_fin_cultivo_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 106 |
|---|---|
| Distinct (%) | 69.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.416316 |
| Minimum | 42.8 |
|---|---|
| Maximum | 91.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 42.8 |
|---|---|
| 5-th percentile | 59.828 |
| Q1 | 69.1 |
| median | 74.32 |
| Q3 | 81.08 |
| 95-th percentile | 87.2 |
| Maximum | 91.2 |
| Range | 48.4 |
| Interquartile range (IQR) | 11.98 |
Descriptive statistics
| Standard deviation | 8.9408989 |
|---|---|
| Coefficient of variation (CV) | 0.12014702 |
| Kurtosis | 1.2364086 |
| Mean | 74.416316 |
| Median Absolute Deviation (MAD) | 5.64 |
| Skewness | -0.75227869 |
| Sum | 11311.28 |
| Variance | 79.939674 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 84 | 7 | 4.6% |
| 83.2 | 6 | 3.9% |
| 81.6 | 5 | 3.3% |
| 80.8 | 4 | 2.6% |
| 85.6 | 4 | 2.6% |
| 74.4 | 3 | 2.0% |
| 87.2 | 3 | 2.0% |
| 69.04 | 3 | 2.0% |
| 72.48 | 3 | 2.0% |
| 73.52 | 2 | 1.3% |
| Other values (96) | 112 |
| Value | Count | Frequency (%) |
| 42.8 | 1 | |
| 44.32 | 1 | |
| 49.36 | 1 | |
| 49.76 | 1 | |
| 54.16 | 1 | |
| 56.48 | 1 | |
| 56.96 | 1 | |
| 59.52 | 1 | |
| 60.08 | 1 | |
| 60.72 | 1 |
| Value | Count | Frequency (%) |
| 91.2 | 2 | 1.3% |
| 90.4 | 2 | 1.3% |
| 89.6 | 1 | 0.7% |
| 88 | 1 | 0.7% |
| 87.2 | 3 | |
| 86.4 | 2 | 1.3% |
| 85.6 | 4 | |
| 84.8 | 2 | 1.3% |
| 84 | 7 | |
| 83.2 | 6 |
viab_final_cultivo_cf
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | 66.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7016579 × 108 |
| Minimum | 70400000 |
|---|---|
| Maximum | 3.696 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 70400000 |
|---|---|
| 5-th percentile | 1.1448 × 108 |
| Q1 | 1.48 × 108 |
| median | 1.652 × 108 |
| Q3 | 1.922 × 108 |
| 95-th percentile | 2.2828 × 108 |
| Maximum | 3.696 × 108 |
| Range | 2.992 × 108 |
| Interquartile range (IQR) | 44200000 |
Descriptive statistics
| Standard deviation | 38308279 |
|---|---|
| Coefficient of variation (CV) | 0.22512327 |
| Kurtosis | 4.5153204 |
| Mean | 1.7016579 × 108 |
| Median Absolute Deviation (MAD) | 20400000 |
| Skewness | 0.99890815 |
| Sum | 2.58652 × 1010 |
| Variance | 1.4675242 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 195200000 | 5 | 3.3% |
| 164000000 | 4 | 2.6% |
| 145600000 | 4 | 2.6% |
| 185600000 | 3 | 2.0% |
| 157600000 | 3 | 2.0% |
| 158400000 | 3 | 2.0% |
| 163200000 | 3 | 2.0% |
| 153600000 | 3 | 2.0% |
| 156800000 | 3 | 2.0% |
| 184000000 | 3 | 2.0% |
| Other values (91) | 118 |
| Value | Count | Frequency (%) |
| 70400000 | 1 | |
| 91200000 | 1 | |
| 95200000 | 1 | |
| 97600000 | 1 | |
| 100000000 | 1 | |
| 101600000 | 1 | |
| 104000000 | 1 | |
| 113600000 | 1 | |
| 115200000 | 1 | |
| 117600000 | 1 |
| Value | Count | Frequency (%) |
| 369600000 | 1 | |
| 280000000 | 1 | |
| 262400000 | 1 | |
| 260000000 | 1 | |
| 248000000 | 1 | |
| 240000000 | 1 | |
| 232000000 | 1 | |
| 229600000 | 1 | |
| 227200000 | 1 | |
| 224000000 | 1 |
id_centr
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 KiB |
| 14246 | |
|---|---|
| 17825 | |
| 12912 | |
| 6379 | 2 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9868421 |
| Min length | 4 |
Characters and Unicode
| Total characters | 758 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 17825 |
|---|---|
| 2nd row | 14246 |
| 3rd row | 17825 |
| 4th row | 12912 |
| 5th row | 17825 |
Common Values
| Value | Count | Frequency (%) |
| 14246 | 60 | |
| 17825 | 54 | |
| 12912 | 36 | |
| 6379 | 2 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 14246 | 60 | |
| 17825 | 54 | |
| 12912 | 36 | |
| 6379 | 2 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 186 | |
| 2 | 186 | |
| 4 | 120 | |
| 6 | 62 | 8.2% |
| 7 | 56 | 7.4% |
| 8 | 54 | 7.1% |
| 5 | 54 | 7.1% |
| 9 | 38 | 5.0% |
| 3 | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 758 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 186 | |
| 2 | 186 | |
| 4 | 120 | |
| 6 | 62 | 8.2% |
| 7 | 56 | 7.4% |
| 8 | 54 | 7.1% |
| 5 | 54 | 7.1% |
| 9 | 38 | 5.0% |
| 3 | 2 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 758 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 186 | |
| 2 | 186 | |
| 4 | 120 | |
| 6 | 62 | 8.2% |
| 7 | 56 | 7.4% |
| 8 | 54 | 7.1% |
| 5 | 54 | 7.1% |
| 9 | 38 | 5.0% |
| 3 | 2 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 758 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 186 | |
| 2 | 186 | |
| 4 | 120 | |
| 6 | 62 | 8.2% |
| 7 | 56 | 7.4% |
| 8 | 54 | 7.1% |
| 5 | 54 | 7.1% |
| 9 | 38 | 5.0% |
| 3 | 2 | 0.3% |
centr_1_turb_cf
Real number (ℝ)
MISSING
| Distinct | 92 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 4 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.067703 |
| Minimum | 21.28 |
|---|---|
| Maximum | 168.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 21.28 |
|---|---|
| 5-th percentile | 23.096 |
| Q1 | 26.44 |
| median | 28.56 |
| Q3 | 30.5 |
| 95-th percentile | 33.44 |
| Maximum | 168.8 |
| Range | 147.52 |
| Interquartile range (IQR) | 4.06 |
Descriptive statistics
| Standard deviation | 15.167552 |
|---|---|
| Coefficient of variation (CV) | 0.50444664 |
| Kurtosis | 67.864839 |
| Mean | 30.067703 |
| Median Absolute Deviation (MAD) | 2.04 |
| Skewness | 8.063087 |
| Sum | 4450.02 |
| Variance | 230.05462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27.84 | 7 | 4.6% |
| 28.72 | 5 | 3.3% |
| 29.44 | 4 | 2.6% |
| 28.56 | 4 | 2.6% |
| 30.4 | 4 | 2.6% |
| 26.56 | 4 | 2.6% |
| 27.44 | 3 | 2.0% |
| 30.16 | 3 | 2.0% |
| 31.76 | 3 | 2.0% |
| 29.52 | 3 | 2.0% |
| Other values (82) | 108 | |
| (Missing) | 4 | 2.6% |
| Value | Count | Frequency (%) |
| 21.28 | 1 | |
| 21.52 | 1 | |
| 21.76 | 1 | |
| 21.84 | 1 | |
| 22.08 | 1 | |
| 22.4 | 1 | |
| 22.64 | 1 | |
| 23.04 | 1 | |
| 23.2 | 1 | |
| 23.28 | 1 |
| Value | Count | Frequency (%) |
| 168.8 | 1 | 0.7% |
| 142.4 | 1 | 0.7% |
| 40.9 | 1 | 0.7% |
| 36.64 | 1 | 0.7% |
| 34.48 | 1 | 0.7% |
| 34 | 1 | 0.7% |
| 33.6 | 1 | 0.7% |
| 33.44 | 3 | |
| 33.2 | 1 | 0.7% |
| 32.72 | 1 | 0.7% |
centr_2_turb_cf
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 112 |
|---|---|
| Distinct (%) | 78.3% |
| Missing | 9 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.56979 |
| Minimum | 9.84 |
|---|---|
| Maximum | 156.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 9.84 |
|---|---|
| 5-th percentile | 12.2 |
| Q1 | 17.72 |
| median | 20.72 |
| Q3 | 25 |
| 95-th percentile | 37.704 |
| Maximum | 156.96 |
| Range | 147.12 |
| Interquartile range (IQR) | 7.28 |
Descriptive statistics
| Standard deviation | 17.21646 |
|---|---|
| Coefficient of variation (CV) | 0.73044604 |
| Kurtosis | 46.177047 |
| Mean | 23.56979 |
| Median Absolute Deviation (MAD) | 3.84 |
| Skewness | 6.3247727 |
| Sum | 3370.48 |
| Variance | 296.4065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 4 | 2.6% |
| 21.36 | 4 | 2.6% |
| 20.8 | 4 | 2.6% |
| 17.76 | 3 | 2.0% |
| 19.52 | 3 | 2.0% |
| 20.88 | 2 | 1.3% |
| 17.84 | 2 | 1.3% |
| 22.24 | 2 | 1.3% |
| 15.36 | 2 | 1.3% |
| 20.72 | 2 | 1.3% |
| Other values (102) | 115 | |
| (Missing) | 9 | 5.9% |
| Value | Count | Frequency (%) |
| 9.84 | 1 | |
| 10.08 | 1 | |
| 10.4 | 2 | |
| 11.44 | 1 | |
| 11.6 | 2 | |
| 12.16 | 1 | |
| 12.56 | 1 | |
| 12.88 | 1 | |
| 13.2 | 1 | |
| 13.36 | 1 |
| Value | Count | Frequency (%) |
| 156.96 | 1 | |
| 151.76 | 1 | |
| 54.8 | 1 | |
| 49.04 | 1 | |
| 44.4 | 1 | |
| 44 | 1 | |
| 38.4 | 1 | |
| 37.84 | 1 | |
| 36.48 | 1 | |
| 34.48 | 1 |
producto_1_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 150 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1658.3157 |
| Minimum | 526.4 |
|---|---|
| Maximum | 2395.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 526.4 |
|---|---|
| 5-th percentile | 1175.112 |
| Q1 | 1466.76 |
| median | 1675.4 |
| Q3 | 1853.798 |
| 95-th percentile | 2140.896 |
| Maximum | 2395.36 |
| Range | 1868.96 |
| Interquartile range (IQR) | 387.038 |
Descriptive statistics
| Standard deviation | 307.71306 |
|---|---|
| Coefficient of variation (CV) | 0.18555758 |
| Kurtosis | 0.45810105 |
| Mean | 1658.3157 |
| Median Absolute Deviation (MAD) | 197.08 |
| Skewness | -0.34206353 |
| Sum | 252063.99 |
| Variance | 94687.327 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1468.88 | 2 | 1.3% |
| 1517.92 | 2 | 1.3% |
| 1747.92 | 1 | 0.7% |
| 1902.96 | 1 | 0.7% |
| 1978.16 | 1 | 0.7% |
| 2117.76 | 1 | 0.7% |
| 1688.08 | 1 | 0.7% |
| 2395.36 | 1 | 0.7% |
| 2155.76 | 1 | 0.7% |
| 1116.64 | 1 | 0.7% |
| Other values (140) | 140 |
| Value | Count | Frequency (%) |
| 526.4 | 1 | |
| 969.888 | 1 | |
| 970.8 | 1 | |
| 988.096 | 1 | |
| 1096.584 | 1 | |
| 1101.04 | 1 | |
| 1116.64 | 1 | |
| 1151.44 | 1 | |
| 1194.48 | 1 | |
| 1198.16 | 1 |
| Value | Count | Frequency (%) |
| 2395.36 | 1 | |
| 2338.56 | 1 | |
| 2263.2 | 1 | |
| 2162.48 | 1 | |
| 2161.12 | 1 | |
| 2155.76 | 1 | |
| 2151.536 | 1 | |
| 2150.576 | 1 | |
| 2132.976 | 1 | |
| 2129.92 | 1 |
producto_2_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 64 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1209789 |
| Minimum | 2.8 |
|---|---|
| Maximum | 9.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 2.8 |
|---|---|
| 5-th percentile | 3.936 |
| Q1 | 5.1 |
| median | 6.08 |
| Q3 | 7.12 |
| 95-th percentile | 8.312 |
| Maximum | 9.2 |
| Range | 6.4 |
| Interquartile range (IQR) | 2.02 |
Descriptive statistics
| Standard deviation | 1.4079732 |
|---|---|
| Coefficient of variation (CV) | 0.23002418 |
| Kurtosis | -0.57667228 |
| Mean | 6.1209789 |
| Median Absolute Deviation (MAD) | 1.04 |
| Skewness | -0.0097291881 |
| Sum | 930.3888 |
| Variance | 1.9823884 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.16 | 6 | 3.9% |
| 6.88 | 5 | 3.3% |
| 6.56 | 5 | 3.3% |
| 5.44 | 5 | 3.3% |
| 5.52 | 5 | 3.3% |
| 4.48 | 5 | 3.3% |
| 5.76 | 4 | 2.6% |
| 6.72 | 4 | 2.6% |
| 5.28 | 4 | 2.6% |
| 4.88 | 4 | 2.6% |
| Other values (54) | 105 |
| Value | Count | Frequency (%) |
| 2.8 | 1 | 0.7% |
| 2.96 | 1 | 0.7% |
| 3.04 | 1 | 0.7% |
| 3.44 | 2 | |
| 3.6 | 1 | 0.7% |
| 3.68 | 1 | 0.7% |
| 3.76 | 1 | 0.7% |
| 4.08 | 2 | |
| 4.16 | 2 | |
| 4.24 | 3 |
| Value | Count | Frequency (%) |
| 9.2 | 1 | 0.7% |
| 9.12 | 1 | 0.7% |
| 8.96 | 1 | 0.7% |
| 8.72 | 2 | |
| 8.64 | 1 | 0.7% |
| 8.48 | 1 | 0.7% |
| 8.4 | 1 | 0.7% |
| 8.24 | 1 | 0.7% |
| 8.16 | 2 | |
| 8.08 | 4 |
dur_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 67 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173236.18 |
| Minimum | 151200 |
|---|---|
| Maximum | 193500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 151200 |
|---|---|
| 5-th percentile | 159600 |
| Q1 | 171045 |
| median | 174150 |
| Q3 | 177300 |
| 95-th percentile | 182700 |
| Maximum | 193500 |
| Range | 42300 |
| Interquartile range (IQR) | 6255 |
Descriptive statistics
| Standard deviation | 7021.1053 |
|---|---|
| Coefficient of variation (CV) | 0.040529092 |
| Kurtosis | 0.60961578 |
| Mean | 173236.18 |
| Median Absolute Deviation (MAD) | 3150 |
| Skewness | -0.53540339 |
| Sum | 26331900 |
| Variance | 49295919 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 172800 | 15 | 9.9% |
| 176400 | 11 | 7.2% |
| 178200 | 9 | 5.9% |
| 174600 | 7 | 4.6% |
| 169200 | 6 | 3.9% |
| 171900 | 5 | 3.3% |
| 180900 | 4 | 2.6% |
| 171300 | 4 | 2.6% |
| 175200 | 4 | 2.6% |
| 162000 | 4 | 2.6% |
| Other values (57) | 83 |
| Value | Count | Frequency (%) |
| 151200 | 1 | 0.7% |
| 156180 | 1 | 0.7% |
| 157200 | 1 | 0.7% |
| 157500 | 1 | 0.7% |
| 158400 | 2 | |
| 159300 | 1 | 0.7% |
| 159600 | 3 | |
| 161100 | 2 | |
| 162000 | 4 | |
| 162300 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 193500 | 1 | 0.7% |
| 189000 | 1 | 0.7% |
| 187200 | 1 | 0.7% |
| 185700 | 1 | 0.7% |
| 185400 | 1 | 0.7% |
| 183300 | 1 | 0.7% |
| 182700 | 3 | |
| 181980 | 1 | 0.7% |
| 181800 | 3 | |
| 181500 | 1 | 0.7% |
turbidez_diff_cf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 138 |
|---|---|
| Distinct (%) | 90.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.38 |
| Minimum | 24.72 |
|---|---|
| Maximum | 73.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.3 KiB |
Quantile statistics
| Minimum | 24.72 |
|---|---|
| 5-th percentile | 41.688 |
| Q1 | 51.04 |
| median | 56.32 |
| Q3 | 63.6 |
| 95-th percentile | 69.592 |
| Maximum | 73.92 |
| Range | 49.2 |
| Interquartile range (IQR) | 12.56 |
Descriptive statistics
| Standard deviation | 9.1640079 |
|---|---|
| Coefficient of variation (CV) | 0.16254005 |
| Kurtosis | 0.77084379 |
| Mean | 56.38 |
| Median Absolute Deviation (MAD) | 6.6 |
| Skewness | -0.62096502 |
| Sum | 8569.76 |
| Variance | 83.979041 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64.48 | 3 | 2.0% |
| 49.52 | 3 | 2.0% |
| 65.2 | 2 | 1.3% |
| 49.36 | 2 | 1.3% |
| 48.08 | 2 | 1.3% |
| 52.8 | 2 | 1.3% |
| 68.16 | 2 | 1.3% |
| 44.72 | 2 | 1.3% |
| 54.16 | 2 | 1.3% |
| 62.96 | 2 | 1.3% |
| Other values (128) | 130 |
| Value | Count | Frequency (%) |
| 24.72 | 1 | |
| 29.84 | 1 | |
| 30.96 | 1 | |
| 31.12 | 1 | |
| 34.96 | 1 | |
| 37.2 | 1 | |
| 40.8 | 1 | |
| 41.6 | 1 | |
| 41.76 | 1 | |
| 42.4 | 1 |
| Value | Count | Frequency (%) |
| 73.92 | 1 | |
| 73.28 | 1 | |
| 72.48 | 1 | |
| 72.4 | 2 | |
| 70.64 | 1 | |
| 70.24 | 1 | |
| 69.68 | 1 | |
| 69.52 | 1 | |
| 69.44 | 1 | |
| 69.12 | 1 |
| centr_1_turb_cf | centr_2_turb_cf | dur_cf | id_bio | id_centr | lote | lote_parental_cf | orden_encadenado_cf | producto_1_cf | producto_2_cf | turb_fin_cultivo_cf | turb_inicio_cultivo_cf | turbidez_diff_cf | viab_final_cultivo_cf | vol_ino_util_cf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| centr_1_turb_cf | 1.000 | 0.356 | -0.199 | 0.174 | 0.000 | 0.393 | 0.000 | 0.000 | 0.037 | -0.019 | 0.407 | 0.474 | 0.280 | -0.004 | -0.027 |
| centr_2_turb_cf | 0.356 | 1.000 | -0.302 | 0.154 | 0.017 | 0.228 | 0.000 | 0.000 | 0.194 | 0.428 | 0.506 | 0.089 | 0.467 | 0.141 | -0.073 |
| dur_cf | -0.199 | -0.302 | 1.000 | 0.000 | 0.000 | -0.334 | 0.450 | 0.587 | -0.135 | -0.267 | -0.461 | -0.370 | -0.328 | -0.201 | 0.167 |
| id_bio | 0.174 | 0.154 | 0.000 | 1.000 | 0.220 | 1.000 | 0.000 | 0.064 | 0.050 | 0.068 | 0.041 | 0.043 | 0.000 | 0.000 | 0.000 |
| id_centr | 0.000 | 0.017 | 0.000 | 0.220 | 1.000 | 1.000 | 0.000 | 0.000 | 0.044 | 0.126 | 0.000 | 0.000 | 0.000 | 0.224 | 0.000 |
| lote | 0.393 | 0.228 | -0.334 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | -0.220 | 0.036 | 0.194 | 0.195 | 0.133 | -0.082 | -0.173 |
| lote_parental_cf | 0.000 | 0.000 | 0.450 | 0.000 | 0.000 | 1.000 | 1.000 | 0.748 | 0.000 | 0.000 | 0.000 | 0.659 | 0.000 | 0.000 | 0.000 |
| orden_encadenado_cf | 0.000 | 0.000 | 0.587 | 0.064 | 0.000 | 1.000 | 0.748 | 1.000 | 0.000 | 0.183 | 0.000 | 0.402 | 0.000 | 0.000 | 0.270 |
| producto_1_cf | 0.037 | 0.194 | -0.135 | 0.050 | 0.044 | -0.220 | 0.000 | 0.000 | 1.000 | 0.513 | 0.432 | 0.063 | 0.433 | 0.128 | -0.105 |
| producto_2_cf | -0.019 | 0.428 | -0.267 | 0.068 | 0.126 | 0.036 | 0.000 | 0.183 | 0.513 | 1.000 | 0.498 | 0.066 | 0.496 | 0.079 | -0.227 |
| turb_fin_cultivo_cf | 0.407 | 0.506 | -0.461 | 0.041 | 0.000 | 0.194 | 0.000 | 0.000 | 0.432 | 0.498 | 1.000 | 0.219 | 0.944 | 0.286 | -0.294 |
| turb_inicio_cultivo_cf | 0.474 | 0.089 | -0.370 | 0.043 | 0.000 | 0.195 | 0.659 | 0.402 | 0.063 | 0.066 | 0.219 | 1.000 | -0.040 | -0.056 | -0.103 |
| turbidez_diff_cf | 0.280 | 0.467 | -0.328 | 0.000 | 0.000 | 0.133 | 0.000 | 0.000 | 0.433 | 0.496 | 0.944 | -0.040 | 1.000 | 0.276 | -0.236 |
| viab_final_cultivo_cf | -0.004 | 0.141 | -0.201 | 0.000 | 0.224 | -0.082 | 0.000 | 0.000 | 0.128 | 0.079 | 0.286 | -0.056 | 0.276 | 1.000 | -0.024 |
| vol_ino_util_cf | -0.027 | -0.073 | 0.167 | 0.000 | 0.000 | -0.173 | 0.000 | 0.270 | -0.105 | -0.227 | -0.294 | -0.103 | -0.236 | -0.024 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| lote | orden_encadenado_cf | lote_parental_cf | id_bio | f_h_inicio_cf | f_h_fin_cf | vol_ino_util_cf | turb_inicio_cultivo_cf | turb_fin_cultivo_cf | viab_final_cultivo_cf | id_centr | centr_1_turb_cf | centr_2_turb_cf | producto_1_cf | producto_2_cf | dur_cf | turbidez_diff_cf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 23019 | 1 | nan | 14615 | 2023-03-21 06:30:00+00:00 | 2023-03-23 05:30:00+00:00 | 82.4 | 17.28 | 91.20 | 184000000.0 | 17825 | NaN | NaN | 1747.920 | 6.00 | 169200.0 | 73.92 |
| 1 | 23020 | 1 | nan | 14616 | 2023-03-21 06:30:00+00:00 | 2023-03-23 05:30:00+00:00 | 80.4 | 18.80 | 91.20 | 181600000.0 | 14246 | NaN | NaN | 1676.160 | 6.56 | 169200.0 | 72.40 |
| 2 | 23021 | 1 | nan | 13170 | 2023-03-22 06:30:00+00:00 | 2023-03-24 05:30:00+00:00 | 66.4 | 16.16 | 86.40 | 248000000.0 | 17825 | NaN | NaN | 1928.496 | 8.08 | 169200.0 | 70.24 |
| 3 | 23022 | 1 | nan | 14614 | 2023-03-22 06:30:00+00:00 | 2023-03-24 05:30:00+00:00 | 85.6 | 18.48 | 83.20 | 229600000.0 | 12912 | NaN | NaN | 1782.800 | 5.92 | 169200.0 | 64.72 |
| 4 | 23023 | 1 | nan | 14615 | 2023-03-28 05:27:00+00:00 | 2023-03-30 08:00:00+00:00 | 77.6 | 17.12 | 74.40 | 132800000.0 | 17825 | 26.56 | 20.88 | 1861.840 | 2.96 | 181980.0 | 57.28 |
| 5 | 23024 | 1 | nan | 14616 | 2023-03-28 05:24:00+00:00 | 2023-03-30 05:23:00+00:00 | 76.0 | 16.56 | 80.80 | 199200000.0 | 14246 | 24.56 | 10.40 | 2161.120 | 2.80 | 172740.0 | 64.24 |
| 6 | 23025 | 1 | nan | 13170 | 2023-03-29 05:09:00+00:00 | 2023-03-31 05:29:00+00:00 | 77.2 | 17.76 | 87.20 | 199200000.0 | 17825 | 30.64 | 29.36 | 2044.720 | 4.48 | 174000.0 | 69.44 |
| 7 | 23026 | 1 | nan | 14614 | 2023-03-29 05:29:00+00:00 | 2023-03-31 05:38:00+00:00 | 78.8 | 18.24 | 81.20 | 206400000.0 | 14246 | 26.48 | 11.60 | 2263.200 | 3.44 | 173340.0 | 62.96 |
| 8 | 23027 | 1 | nan | 14615 | 2023-04-04 08:32:00+00:00 | 2023-04-06 10:30:00+00:00 | 83.2 | 16.88 | 68.08 | 195200000.0 | 14246 | 26.24 | 9.84 | 1407.680 | 4.08 | 179880.0 | 51.20 |
| 9 | 23028 | 1 | nan | 14616 | 2023-04-04 08:34:00+00:00 | 2023-04-06 10:32:00+00:00 | 83.6 | 18.56 | 67.20 | 176000000.0 | 17825 | 27.28 | 12.16 | 1373.200 | 4.72 | 179880.0 | 48.64 |
| lote | orden_encadenado_cf | lote_parental_cf | id_bio | f_h_inicio_cf | f_h_fin_cf | vol_ino_util_cf | turb_inicio_cultivo_cf | turb_fin_cultivo_cf | viab_final_cultivo_cf | id_centr | centr_1_turb_cf | centr_2_turb_cf | producto_1_cf | producto_2_cf | dur_cf | turbidez_diff_cf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142 | 24046 | 2 | 24041.0 | 13169 | 2024-03-11 12:10:00+00:00 | 2024-03-13 09:50:00+00:00 | 80.00 | 19.92 | 88.00 | 156800000.0 | 12912 | 32.72 | 28.32 | 1783.84 | 7.84 | 164400.0 | 68.08 |
| 143 | 24043 | 1 | nan | 14614 | 2024-03-12 06:25:00+00:00 | 2024-03-14 07:25:00+00:00 | 80.00 | 19.44 | 69.68 | 132800000.0 | 14246 | 30.32 | 16.16 | 1254.56 | 4.72 | 176400.0 | 50.24 |
| 144 | 24045 | 1 | nan | 14616 | 2024-03-12 06:25:00+00:00 | 2024-03-14 08:15:00+00:00 | 80.00 | 17.52 | 72.48 | 139200000.0 | 12912 | 27.84 | 17.76 | 1573.52 | 5.76 | 179400.0 | 54.96 |
| 145 | 24044 | 1 | nan | 13170 | 2024-03-16 08:20:00+00:00 | 2024-03-18 07:01:00+00:00 | 83.60 | 19.28 | 77.52 | 160800000.0 | 14246 | 30.72 | 20.68 | 1528.72 | 5.44 | 168060.0 | 58.24 |
| 146 | 24047 | 2 | 24044.0 | 13170 | 2024-03-18 12:00:00+00:00 | 2024-03-20 06:00:00+00:00 | 80.00 | 18.24 | 86.40 | 223200000.0 | 14246 | 28.16 | 26.76 | 1794.32 | 6.64 | 151200.0 | 68.16 |
| 147 | 24049 | 1 | nan | 14617 | 2024-03-16 08:22:00+00:00 | 2024-03-18 07:23:00+00:00 | 83.60 | 18.88 | 72.64 | 164800000.0 | 12912 | 30.56 | 17.00 | 1342.80 | 4.88 | 169260.0 | 53.76 |
| 148 | 24050 | 1 | nan | 14614 | 2024-03-23 07:57:00+00:00 | 2024-03-25 07:28:00+00:00 | 84.16 | 17.76 | 67.60 | 152000000.0 | 6379 | 29.44 | 26.64 | 1422.80 | 3.68 | 171060.0 | 49.84 |
| 149 | 24051 | 1 | nan | 13169 | 2024-03-23 07:57:00+00:00 | 2024-03-25 07:33:00+00:00 | 84.16 | 17.76 | 80.80 | 160800000.0 | 12912 | 33.44 | 19.32 | 1486.56 | 5.52 | 171360.0 | 63.04 |
| 150 | 24052 | 2 | 24050.0 | 14614 | 2024-03-25 12:28:00+00:00 | 2024-03-27 07:51:00+00:00 | 86.40 | 17.28 | 69.04 | 148000000.0 | 14246 | 23.68 | 18.20 | 1857.28 | 6.00 | 156180.0 | 51.76 |
| 151 | 24053 | 2 | 24051.0 | 13169 | 2024-03-25 11:27:00+00:00 | 2024-03-27 07:27:00+00:00 | 87.20 | 16.72 | 79.36 | 148000000.0 | 12912 | 26.56 | 19.16 | 1784.08 | 7.20 | 158400.0 | 62.64 |